{"id":"W3171604767","doi":"10.1007/s13204-021-01900-w","title":"SARS-CoV-2 and its new variants: a comprehensive review on nanotechnological application insights into potential approaches","year":2021,"lang":"en","type":"review","venue":"Applied Nanoscience","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institut de recherche Robert-Sauvé en santé et en sécurité du travail; Université du Québec à Trois-Rivières","funders":"Natural Sciences and Engineering Research Council of Canada; University of California, Davis; Institut de Recherche Robert-Sauvé en Santé et en Sécurité du Travail; Scheme for Promotion of Academic and Research Collaboration; Department of Science and Technology, Ministry of Science and Technology, India","keywords":"Coronavirus disease 2019 (COVID-19); Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Nanomedicine; Risk analysis (engineering); Sars virus; 2019-20 coronavirus outbreak; Outbreak; Medicine; Business; Computer science; Virology; Nanotechnology; Infectious disease (medical specialty); Disease","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003654193,0.0007182571,0.002493828,0.0004549676,0.0002797417,0.0001022278,0.0008648585,0.0007686375,0.000003848086],"category_scores_gemma":[0.00029247,0.000514369,0.0003405558,0.002609194,0.0004264654,0.0000974895,0.0006418886,0.001106443,0.0002698982],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002395523,"about_ca_system_score_gemma":0.001366075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002702141,"about_ca_topic_score_gemma":0.000002709919,"domain_scores_codex":[0.9953736,0.0001419698,0.0008275799,0.001934508,0.001106815,0.0006155285],"domain_scores_gemma":[0.9979861,0.0002139369,0.0003961718,0.001129401,0.0001604137,0.0001139154],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002707687,0.0002179197,2.262234e-7,0.02314211,0.00006894339,0.0001072198,0.00003986028,3.690232e-8,0.02880095,0.008194988,0.0006157272,0.938785],"study_design_scores_gemma":[0.00045417,0.000187826,0.000002267433,0.01659243,0.0004758706,0.0002032259,0.00001779707,0.00006052806,0.0114336,0.0003348228,0.9697375,0.0004999692],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002796205,0.9929841,0.001261045,0.0002806444,0.0001063388,0.004046673,0.00000523278,0.0001628766,0.0008734489],"genre_scores_gemma":[0.0006144606,0.9786381,0.0005804757,0.01905706,0.0001735912,0.0008213291,0.00003629463,0.00005603799,0.00002268894],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9691218,"threshold_uncertainty_score":0.9997308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.144730986064525,"score_gpt":0.3814142671405856,"score_spread":0.2366832810760606,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}